Academic Information
Doctor of Philosophy in Computer Science and Technology, Indian Institute of Engineering Science and Technology, Shibpur (IIEST), (Enrolled at 2025)
Master of Technology in Intelligent Automation and Robotics, Jadavpur University, 2024
Research Areas
Research Interests
My research interests lie in Image and Video Processing, Computer Vision, Deep Learning, Generative AI, and Artificial Intelligence, with a focus on developing intelligent models as well as systems that can perceive, analyze, and interpret visual data. I am particularly interested in deep learning–based approaches for image and video understanding, including feature extraction, object detection, segmentation, and activity recognition. My work also explores generative AI techniques for image synthesis, enhancement, and data augmentation to improve model robustness. I aim to design efficient, explainable, and scalable AI systems that bridge theory and real-world applications across healthcare, surveillance, and intelligent automation domains.
Courses Taught
Positions Held
Publications
1. Nature's Best vs. Bruised: A Veggie Edibility Evaluation Database, https://doi.org/10.1016/j.dib.2025.111483.
2. GreenMedNet: A computationally inexpensive hyperparameter optimised dual attention based insulin leaves categorization approach, 10.1109/IDSTA62194.2024.10747000.
3. BongFloralpedia: A comprehensive collection of diverse types of flowers growing in Ranaghat, West Bengal, 10.1109/IEMENTech60402.2023.10423464.